{"id":"W4416308150","doi":"10.3390/ijerph22111739","title":"Identifying Mental Health Issues in Indian Immigrants in Canada: A Comparison with Non-Indian Immigrants","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Mental health; Immigration; Logistic regression; Anxiety; Mood; Depressed mood; Depression (economics); Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005628236,0.0003484368,0.000367509,0.002190657,0.005146281,0.00165573,0.0009176199,0.0004750721,0.001726862],"category_scores_gemma":[0.001851358,0.0002477721,0.0006543052,0.003514232,0.001123675,0.0004248492,0.002035333,0.0008048241,0.0001804695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01495246,"about_ca_system_score_gemma":0.02162193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9788234,"about_ca_topic_score_gemma":0.9896612,"domain_scores_codex":[0.9992645,0.00005681931,0.00004132175,0.00006742031,0.0002136418,0.0003563457],"domain_scores_gemma":[0.998871,0.00005538053,0.0001959215,0.00002157299,0.0003660553,0.000490039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008334107,0.0001151069,0.9874976,0.00004422738,0.00003445724,0.0002740222,0.005786002,0.00003194889,0.0002431177,0.00008866122,0.0003084219,0.005493191],"study_design_scores_gemma":[0.000004403317,0.0000494791,0.979352,0.00003290011,0.000016682,0.00009486764,0.01989419,0.00006533066,0.00003421089,0.00001873473,0.0004261551,0.00001106861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985179,0.0001809452,0.00001775868,0.0001484536,0.000006732944,0.00002775535,0.0002076756,0.000001753578,0.0008909356],"genre_scores_gemma":[0.9983406,0.0005466727,0.0000685011,0.0001451945,0.000004897703,0.00001833757,0.0003140814,0.000002365519,0.0005593737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117658,"threshold_uncertainty_score":0.1084883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116235817217576,"score_gpt":0.4211908545456551,"score_spread":0.3700284963734794,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}